💬 NLP - hop1.ng.1357 · Scour

From Syntax to Emotion: A Mechanistic Analysis of Emotion Inference in LLMs 🤖LLM

Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models 🤖LLM

A Systematic Approach for Large Language Models Debugging 🤖LLM

Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation 🤖LLM

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models 📚RAG

Automated Classification of Human Code Review Comments with Large Language Models 📋Text Quality

Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles 🤖LLM

Kwai Summary Attention Technical Report ℹ️Information Theory

LayerBoost: Layer-Aware Attention Reduction for Efficient LLMs 🤖LLM

The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions 🤖LLM

ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction 🖼️Multimodal AI

ReLeVAnT: Relevance Lexical Vectors for Accurate Legal Text Classification 🔍Information Retrieval

Trace Mutation in Human-LLM Dialogue: The Transcript as Forensic and Mitigation Surface 🤖LLM

Text Tells the Cost: Predicting and Analyzing Repayment Effort of Self-Admitted Technical Debt 🪄Prompt Engineering

Dharma, Data and Deception: An LLM-Powered Rhetorical Analysis of Cow-Urine Health Claims on YouTube 🛡️Content Moderation

From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models ✨LLMs

Towards Automated Ontology Generation from Unstructured Text: A Multi-Agent LLM Approach 🗂️Information Architecture

Shared Lexical Task Representations Explain Behavioral Variability In LLMs 🤖LLM

Knowledge Vector of Logical Reasoning in Large Language Models 💭Reasoning Models

MathDuels: Evaluating LLMs as Problem Posers and Solvers ✨LLMs

arxiv.org·6d·Hacker News

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